Pith Number

pith:WSO4PZI5

pith:2023:WSO4PZI5DOWWYKZZOGWV6LEMLN

not attested not anchored not stored refs pending

Variational Mixture of HyperGenerators for Learning Distributions Over Functions

Batuhan Koyuncu, Ignacio Peis, Isabel Valera, Pablo M. Olmos, Pablo Sanchez-Martin

arxiv:2302.06223 v3 · 2023-02-13 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WSO4PZI5DOWWYKZZOGWV6LEMLN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T06:33:03.773736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b49dc7e51d1bad6c2b3971ad5f2c8c5b687394d555565e06f17e4a7bff7b7d81

Aliases

arxiv: 2302.06223 · arxiv_version: 2302.06223v3 · doi: 10.48550/arxiv.2302.06223 · pith_short_12: WSO4PZI5DOWW · pith_short_16: WSO4PZI5DOWWYKZZ · pith_short_8: WSO4PZI5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/WSO4PZI5DOWWYKZZOGWV6LEMLN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b49dc7e51d1bad6c2b3971ad5f2c8c5b687394d555565e06f17e4a7bff7b7d81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f48c5a53c4237b98abfc15c23af4172c7422557d44efeaf5c2700f1103de1ea9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T09:54:50Z",
    "title_canon_sha256": "add02807ec5d10e552cb1b9c3eac46dbf7e60ce38431f25af18112e26a6b06fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06223",
    "kind": "arxiv",
    "version": 3
  }
}